{"id":"W4213422490","doi":"10.31234/osf.io/yfxja","title":"Nonverbal communication and deception detection: A short conversation between three young researchers","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Deception detection and forensic psychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Conversation; Deception; Nonverbal communication; Psychology; Social psychology; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001474796,0.0003349027,0.0004095283,0.0005285965,0.0003997541,0.0001203885,0.0004776821,0.0007308237,0.02216759],"category_scores_gemma":[0.00005863149,0.0003817291,0.0001676566,0.0003447584,0.0004394046,0.0001303494,0.0008936302,0.002011181,0.0003807966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881775,"about_ca_system_score_gemma":0.00005505164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281558,"about_ca_topic_score_gemma":0.00168767,"domain_scores_codex":[0.996749,0.0008235346,0.0006095592,0.000932657,0.0004859327,0.0003992891],"domain_scores_gemma":[0.9978249,0.0001923698,0.0002318936,0.00138031,0.0001711977,0.0001993124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001133254,0.0003554178,0.1818886,0.0001225697,0.001383861,0.00002281887,0.01560569,0.00006491128,0.0004639782,0.00576523,0.02535459,0.7678391],"study_design_scores_gemma":[0.001609475,0.0004480825,0.9421555,0.00002928627,0.0001869168,0.0001224664,0.008120554,0.0007878613,0.00007326451,0.009376771,0.03628813,0.0008017341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7331206,0.0007283912,0.06287201,0.003289858,0.007392359,0.002134408,0.0001130319,0.0009135511,0.1894358],"genre_scores_gemma":[0.9932492,0.0001938768,0.0005443806,0.0002188892,0.0003201835,0.0005461005,0.0004397788,0.00005642809,0.004431101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7670373,"threshold_uncertainty_score":0.9998634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133027736276723,"score_gpt":0.40141247571935,"score_spread":0.268384739442627,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}